Selecting the optimal drilling fluid is a vital factor in ensuring successful and efficient well completion. Drilling fluids exhibit a range of attributes that directly influence various aspects of the drilling process. These qualities include viscosity, density, filtration characteristics, lubricity, and stability. Understanding these elements is